Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 500 |
| Missing cells | 143 |
| Missing cells (%) | 1.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 82.2 KiB |
| Average record size in memory | 168.3 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 3 |
Unnamed: 0 is highly overall correlated with 회원번호 | High correlation |
회원번호 is highly overall correlated with Unnamed: 0 | High correlation |
구매금액(clean) is highly overall correlated with 구매수량(clean) and 2 other fields | High correlation |
구매수량(clean) is highly overall correlated with 구매금액(clean) and 2 other fields | High correlation |
총방문횟수 is highly overall correlated with 구매금액(clean) and 2 other fields | High correlation |
1회방문시평균구매금액 is highly overall correlated with 구매금액(clean) and 2 other fields | High correlation |
회원상태 is highly imbalanced (89.4%) | Imbalance |
성별 is highly imbalanced (63.3%) | Imbalance |
결혼유무 has 139 (27.8%) missing values | Missing |
Unnamed: 0 is uniformly distributed | Uniform |
회원번호 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
회원번호 has unique values | Unique |
구매금액(clean) has unique values | Unique |
1회방문시평균구매금액 has unique values | Unique |
간식(%) has 19 (3.8%) zeros | Zeros |
건강(%) has 165 (33.0%) zeros | Zeros |
과실(%) has 63 (12.6%) zeros | Zeros |
생활용품(%) has 59 (11.8%) zeros | Zeros |
서류(%) has 68 (13.6%) zeros | Zeros |
수산(%) has 18 (3.6%) zeros | Zeros |
양념/가루(%) has 37 (7.4%) zeros | Zeros |
음료(%) has 60 (12.0%) zeros | Zeros |
잡곡(%) has 103 (20.6%) zeros | Zeros |
주곡(%) has 109 (21.8%) zeros | Zeros |
채소(%) has 9 (1.8%) zeros | Zeros |
축산물(%) has 9 (1.8%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-27 10:22:03.069482 |
|---|---|
| Analysis finished | 2022-12-27 10:22:30.632005 |
| Duration | 27.56 seconds |
| Software version | pandas-profiling vv3.6.1 |
| Download configuration | config.json |
Unnamed: 0
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 500 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 249.5 |
| Minimum | 0 |
|---|---|
| Maximum | 499 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 24.95 |
| Q1 | 124.75 |
| median | 249.5 |
| Q3 | 374.25 |
| 95-th percentile | 474.05 |
| Maximum | 499 |
| Range | 499 |
| Interquartile range (IQR) | 249.5 |
Descriptive statistics
| Standard deviation | 144.48183 |
|---|---|
| Coefficient of variation (CV) | 0.5790855 |
| Kurtosis | -1.2 |
| Mean | 249.5 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 0 |
| Sum | 124750 |
| Variance | 20875 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 329 | 1 | 0.2% |
| 342 | 1 | 0.2% |
| 341 | 1 | 0.2% |
| 340 | 1 | 0.2% |
| 339 | 1 | 0.2% |
| 338 | 1 | 0.2% |
| 337 | 1 | 0.2% |
| 336 | 1 | 0.2% |
| 335 | 1 | 0.2% |
| Other values (490) | 490 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 499 | 1 | |
| 498 | 1 | |
| 497 | 1 | |
| 496 | 1 | |
| 495 | 1 | |
| 494 | 1 | |
| 493 | 1 | |
| 492 | 1 | |
| 491 | 1 | |
| 490 | 1 |
회원번호
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 500 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2381.396 |
| Minimum | 2101 |
|---|---|
| Maximum | 2660 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 2101 |
|---|---|
| 5-th percentile | 2125.95 |
| Q1 | 2240.75 |
| median | 2383.5 |
| Q3 | 2523.25 |
| 95-th percentile | 2632.05 |
| Maximum | 2660 |
| Range | 559 |
| Interquartile range (IQR) | 282.5 |
Descriptive statistics
| Standard deviation | 163.29497 |
|---|---|
| Coefficient of variation (CV) | 0.068571109 |
| Kurtosis | -1.21892 |
| Mean | 2381.396 |
| Median Absolute Deviation (MAD) | 142 |
| Skewness | -0.02665163 |
| Sum | 1190698 |
| Variance | 26665.246 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2101 | 1 | 0.2% |
| 2474 | 1 | 0.2% |
| 2490 | 1 | 0.2% |
| 2488 | 1 | 0.2% |
| 2487 | 1 | 0.2% |
| 2486 | 1 | 0.2% |
| 2485 | 1 | 0.2% |
| 2484 | 1 | 0.2% |
| 2483 | 1 | 0.2% |
| 2482 | 1 | 0.2% |
| Other values (490) | 490 |
| Value | Count | Frequency (%) |
| 2101 | 1 | |
| 2102 | 1 | |
| 2103 | 1 | |
| 2104 | 1 | |
| 2105 | 1 | |
| 2106 | 1 | |
| 2107 | 1 | |
| 2108 | 1 | |
| 2109 | 1 | |
| 2110 | 1 |
| Value | Count | Frequency (%) |
| 2660 | 1 | |
| 2659 | 1 | |
| 2656 | 1 | |
| 2655 | 1 | |
| 2653 | 1 | |
| 2652 | 1 | |
| 2651 | 1 | |
| 2650 | 1 | |
| 2649 | 1 | |
| 2648 | 1 |
회원상태
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 4.0 KiB |
| 정상회원 | |
|---|---|
| 탈퇴 | 7 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9719439 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1982 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 정상회원 |
|---|---|
| 2nd row | 정상회원 |
| 3rd row | 정상회원 |
| 4th row | 정상회원 |
| 5th row | 정상회원 |
Common Values
| Value | Count | Frequency (%) |
| 정상회원 | 492 | |
| 탈퇴 | 7 | 1.4% |
| (Missing) | 1 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 정상회원 | 492 | |
| 탈퇴 | 7 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 정 | 492 | |
| 상 | 492 | |
| 회 | 492 | |
| 원 | 492 | |
| 탈 | 7 | 0.4% |
| 퇴 | 7 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 1982 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 정 | 492 | |
| 상 | 492 | |
| 회 | 492 | |
| 원 | 492 | |
| 탈 | 7 | 0.4% |
| 퇴 | 7 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 1982 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 정 | 492 | |
| 상 | 492 | |
| 회 | 492 | |
| 원 | 492 | |
| 탈 | 7 | 0.4% |
| 퇴 | 7 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 1982 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 정 | 492 | |
| 상 | 492 | |
| 회 | 492 | |
| 원 | 492 | |
| 탈 | 7 | 0.4% |
| 퇴 | 7 | 0.4% |
성별
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 3 |
| Missing (%) | 0.6% |
| Memory size | 4.0 KiB |
| 여 | |
|---|---|
| 남 | 35 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 497 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 여 |
|---|---|
| 2nd row | 여 |
| 3rd row | 여 |
| 4th row | 여 |
| 5th row | 여 |
Common Values
| Value | Count | Frequency (%) |
| 여 | 462 | |
| 남 | 35 | 7.0% |
| (Missing) | 3 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 여 | 462 | |
| 남 | 35 | 7.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 여 | 462 | |
| 남 | 35 | 7.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 497 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 여 | 462 | |
| 남 | 35 | 7.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 497 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 여 | 462 | |
| 남 | 35 | 7.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 497 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 여 | 462 | |
| 남 | 35 | 7.0% |
결혼유무
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 139 |
| Missing (%) | 27.8% |
| Memory size | 4.0 KiB |
| 미혼 | |
|---|---|
| 기혼 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 722 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 기혼 |
|---|---|
| 2nd row | 기혼 |
| 3rd row | 기혼 |
| 4th row | 기혼 |
| 5th row | 기혼 |
Common Values
| Value | Count | Frequency (%) |
| 미혼 | 194 | |
| 기혼 | 167 | |
| (Missing) | 139 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 미혼 | 194 | |
| 기혼 | 167 |
Most occurring characters
| Value | Count | Frequency (%) |
| 혼 | 361 | |
| 미 | 194 | |
| 기 | 167 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 722 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 혼 | 361 | |
| 미 | 194 | |
| 기 | 167 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 722 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 혼 | 361 | |
| 미 | 194 | |
| 기 | 167 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 722 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 혼 | 361 | |
| 미 | 194 | |
| 기 | 167 |
구매금액(clean)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 500 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3723115.5 |
| Minimum | 6100 |
|---|---|
| Maximum | 22346350 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 6100 |
|---|---|
| 5-th percentile | 139470 |
| Q1 | 797285 |
| median | 2515165 |
| Q3 | 5418397.5 |
| 95-th percentile | 11085077 |
| Maximum | 22346350 |
| Range | 22340250 |
| Interquartile range (IQR) | 4621112.5 |
Descriptive statistics
| Standard deviation | 3869142.2 |
|---|---|
| Coefficient of variation (CV) | 1.0392216 |
| Kurtosis | 4.1196975 |
| Mean | 3723115.5 |
| Median Absolute Deviation (MAD) | 1953750 |
| Skewness | 1.8139171 |
| Sum | 1.8615578 × 109 |
| Variance | 1.4970261 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1991230 | 1 | 0.2% |
| 5380155 | 1 | 0.2% |
| 770010 | 1 | 0.2% |
| 3841340 | 1 | 0.2% |
| 2809280 | 1 | 0.2% |
| 94750 | 1 | 0.2% |
| 186000 | 1 | 0.2% |
| 2694100 | 1 | 0.2% |
| 11853005 | 1 | 0.2% |
| 335590 | 1 | 0.2% |
| Other values (490) | 490 |
| Value | Count | Frequency (%) |
| 6100 | 1 | |
| 10800 | 1 | |
| 33700 | 1 | |
| 34900 | 1 | |
| 38900 | 1 | |
| 39100 | 1 | |
| 47050 | 1 | |
| 54200 | 1 | |
| 57000 | 1 | |
| 62900 | 1 |
| Value | Count | Frequency (%) |
| 22346350 | 1 | |
| 21950630 | 1 | |
| 20191005 | 1 | |
| 19893210 | 1 | |
| 19646542 | 1 | |
| 18681595 | 1 | |
| 17307425 | 1 | |
| 17170370 | 1 | |
| 16268250 | 1 | |
| 15302800 | 1 |
구매수량(clean)
Real number (ℝ)
| Distinct | 464 |
|---|---|
| Distinct (%) | 92.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 766.44856 |
| Minimum | 2 |
|---|---|
| Maximum | 4459.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 28.85 |
| Q1 | 165 |
| median | 517.25 |
| Q3 | 1089.9 |
| 95-th percentile | 2281.437 |
| Maximum | 4459.4 |
| Range | 4457.4 |
| Interquartile range (IQR) | 924.9 |
Descriptive statistics
| Standard deviation | 793.62272 |
|---|---|
| Coefficient of variation (CV) | 1.0354546 |
| Kurtosis | 3.9252209 |
| Mean | 766.44856 |
| Median Absolute Deviation (MAD) | 396.75 |
| Skewness | 1.8023819 |
| Sum | 383224.28 |
| Variance | 629837.02 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 99 | 3 | 0.6% |
| 104 | 3 | 0.6% |
| 84 | 3 | 0.6% |
| 145 | 3 | 0.6% |
| 54 | 3 | 0.6% |
| 165 | 3 | 0.6% |
| 22 | 3 | 0.6% |
| 2 | 3 | 0.6% |
| 381 | 2 | 0.4% |
| 29 | 2 | 0.4% |
| Other values (454) | 472 |
| Value | Count | Frequency (%) |
| 2 | 3 | |
| 3 | 1 | 0.2% |
| 4 | 1 | 0.2% |
| 5 | 1 | 0.2% |
| 7 | 1 | 0.2% |
| 7.5 | 1 | 0.2% |
| 8 | 1 | 0.2% |
| 12 | 2 | |
| 16 | 1 | 0.2% |
| 17 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 4459.4 | 1 | |
| 4425.7 | 1 | |
| 4373.6 | 1 | |
| 4044.2 | 1 | |
| 3870.15 | 1 | |
| 3566.35 | 1 | |
| 3539.3 | 1 | |
| 3430.3 | 1 | |
| 3298.4 | 1 | |
| 3295.8 | 1 |
총방문횟수
Real number (ℝ)
| Distinct | 169 |
|---|---|
| Distinct (%) | 33.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.09 |
| Minimum | 1 |
|---|---|
| Maximum | 176 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 31 |
| median | 70 |
| Q3 | 118 |
| 95-th percentile | 160 |
| Maximum | 176 |
| Range | 175 |
| Interquartile range (IQR) | 87 |
Descriptive statistics
| Standard deviation | 50.302312 |
|---|---|
| Coefficient of variation (CV) | 0.66108965 |
| Kurtosis | -1.1410299 |
| Mean | 76.09 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 0.27064686 |
| Sum | 38045 |
| Variance | 2530.3225 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24 | 9 | 1.8% |
| 2 | 8 | 1.6% |
| 19 | 8 | 1.6% |
| 82 | 8 | 1.6% |
| 28 | 8 | 1.6% |
| 34 | 7 | 1.4% |
| 68 | 7 | 1.4% |
| 89 | 6 | 1.2% |
| 15 | 6 | 1.2% |
| 123 | 6 | 1.2% |
| Other values (159) | 427 |
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 2 | 8 | |
| 3 | 3 | 0.6% |
| 4 | 5 | |
| 5 | 5 | |
| 6 | 2 | 0.4% |
| 7 | 2 | 0.4% |
| 8 | 5 | |
| 9 | 1 | 0.2% |
| 10 | 4 |
| Value | Count | Frequency (%) |
| 176 | 1 | |
| 175 | 1 | |
| 174 | 1 | |
| 173 | 2 | |
| 172 | 2 | |
| 171 | 2 | |
| 170 | 1 | |
| 169 | 2 | |
| 168 | 2 | |
| 167 | 2 |
간식(%)
Real number (ℝ)
| Distinct | 475 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15217304 |
| Minimum | 0 |
|---|---|
| Maximum | 0.51783944 |
| Zeros | 19 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.017464328 |
| Q1 | 0.097763792 |
| median | 0.1465516 |
| Q3 | 0.19187246 |
| 95-th percentile | 0.30775338 |
| Maximum | 0.51783944 |
| Range | 0.51783944 |
| Interquartile range (IQR) | 0.094108666 |
Descriptive statistics
| Standard deviation | 0.087334852 |
|---|---|
| Coefficient of variation (CV) | 0.57391805 |
| Kurtosis | 2.2673782 |
| Mean | 0.15217304 |
| Median Absolute Deviation (MAD) | 0.046246918 |
| Skewness | 0.99043297 |
| Sum | 76.086518 |
| Variance | 0.0076273763 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 19 | 3.8% |
| 0.3333333333 | 3 | 0.6% |
| 0.2 | 2 | 0.4% |
| 0.1538461538 | 2 | 0.4% |
| 0.1161290323 | 2 | 0.4% |
| 0.09090909091 | 2 | 0.4% |
| 0.4 | 2 | 0.4% |
| 0.1132245213 | 1 | 0.2% |
| 0.1528689695 | 1 | 0.2% |
| 0.2592592593 | 1 | 0.2% |
| Other values (465) | 465 |
| Value | Count | Frequency (%) |
| 0 | 19 | |
| 0.009615384615 | 1 | 0.2% |
| 0.009708737864 | 1 | 0.2% |
| 0.01170446233 | 1 | 0.2% |
| 0.01333333333 | 1 | 0.2% |
| 0.01379310345 | 1 | 0.2% |
| 0.01470588235 | 1 | 0.2% |
| 0.01760950913 | 1 | 0.2% |
| 0.0202020202 | 1 | 0.2% |
| 0.02169197397 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.517839445 | 1 | |
| 0.5017761989 | 1 | |
| 0.4880952381 | 1 | |
| 0.4825291181 | 1 | |
| 0.4693877551 | 1 | |
| 0.462962963 | 1 | |
| 0.4455958549 | 1 | |
| 0.4336708426 | 1 | |
| 0.4086538462 | 1 | |
| 0.404290429 | 1 |
건강(%)
Real number (ℝ)
| Distinct | 335 |
|---|---|
| Distinct (%) | 67.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0098402206 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 165 |
| Zeros (%) | 33.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0033832402 |
| Q3 | 0.0083608985 |
| 95-th percentile | 0.025600231 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0083608985 |
Descriptive statistics
| Standard deviation | 0.049462247 |
|---|---|
| Coefficient of variation (CV) | 5.0265384 |
| Kurtosis | 326.91912 |
| Mean | 0.0098402206 |
| Median Absolute Deviation (MAD) | 0.0033832402 |
| Skewness | 16.940341 |
| Sum | 4.9201103 |
| Variance | 0.0024465139 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 165 | |
| 0.00625 | 2 | 0.4% |
| 0.006071645416 | 1 | 0.2% |
| 0.03071672355 | 1 | 0.2% |
| 0.004385964912 | 1 | 0.2% |
| 0.006420122246 | 1 | 0.2% |
| 0.002669537137 | 1 | 0.2% |
| 0.01632970451 | 1 | 0.2% |
| 0.005588249839 | 1 | 0.2% |
| 0.0007093456287 | 1 | 0.2% |
| Other values (325) | 325 |
| Value | Count | Frequency (%) |
| 0 | 165 | |
| 0.0002705627706 | 1 | 0.2% |
| 0.0005270092227 | 1 | 0.2% |
| 0.0005415651232 | 1 | 0.2% |
| 0.0005988920497 | 1 | 0.2% |
| 0.0006635700066 | 1 | 0.2% |
| 0.000687600275 | 1 | 0.2% |
| 0.0007093456287 | 1 | 0.2% |
| 0.0008802816901 | 1 | 0.2% |
| 0.0009606147935 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.3103448276 | 1 | |
| 0.25 | 1 | |
| 0.1666666667 | 1 | |
| 0.1333333333 | 1 | |
| 0.1094890511 | 1 | |
| 0.06086387435 | 1 | |
| 0.04958677686 | 1 | |
| 0.04724409449 | 1 | |
| 0.04601701469 | 1 |
과실(%)
Real number (ℝ)
| Distinct | 431 |
|---|---|
| Distinct (%) | 86.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.025468291 |
| Minimum | 0 |
|---|---|
| Maximum | 0.33333333 |
| Zeros | 63 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.010605821 |
| median | 0.020368473 |
| Q3 | 0.03291987 |
| 95-th percentile | 0.062475392 |
| Maximum | 0.33333333 |
| Range | 0.33333333 |
| Interquartile range (IQR) | 0.022314049 |
Descriptive statistics
| Standard deviation | 0.026269144 |
|---|---|
| Coefficient of variation (CV) | 1.0314451 |
| Kurtosis | 40.429138 |
| Mean | 0.025468291 |
| Median Absolute Deviation (MAD) | 0.010981999 |
| Skewness | 4.4947839 |
| Sum | 12.734145 |
| Variance | 0.00069006791 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 63 | 12.6% |
| 0.0303030303 | 3 | 0.6% |
| 0.009615384615 | 2 | 0.4% |
| 0.006896551724 | 2 | 0.4% |
| 0.03290414878 | 2 | 0.4% |
| 0.024 | 2 | 0.4% |
| 0.007299270073 | 2 | 0.4% |
| 0.02238966631 | 1 | 0.2% |
| 0.01714964162 | 1 | 0.2% |
| 0.02596926461 | 1 | 0.2% |
| Other values (421) | 421 |
| Value | Count | Frequency (%) |
| 0 | 63 | |
| 0.002308935581 | 1 | 0.2% |
| 0.003119800333 | 1 | 0.2% |
| 0.004098360656 | 1 | 0.2% |
| 0.004131377815 | 1 | 0.2% |
| 0.004160887656 | 1 | 0.2% |
| 0.004207426107 | 1 | 0.2% |
| 0.004225352113 | 1 | 0.2% |
| 0.004464285714 | 1 | 0.2% |
| 0.004540295119 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.3333333333 | 1 | |
| 0.1469740634 | 1 | |
| 0.1453744493 | 1 | |
| 0.1373307544 | 1 | |
| 0.1300639659 | 1 | |
| 0.1261890895 | 1 | |
| 0.125 | 1 | |
| 0.1176470588 | 1 | |
| 0.09949409781 | 1 | |
| 0.09948169202 | 1 |
생활용품(%)
Real number (ℝ)
| Distinct | 437 |
|---|---|
| Distinct (%) | 87.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.039362267 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 59 |
| Zeros (%) | 11.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.011509142 |
| median | 0.027665226 |
| Q3 | 0.045305045 |
| 95-th percentile | 0.084922282 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.033795903 |
Descriptive statistics
| Standard deviation | 0.080211991 |
|---|---|
| Coefficient of variation (CV) | 2.0377889 |
| Kurtosis | 96.095162 |
| Mean | 0.039362267 |
| Median Absolute Deviation (MAD) | 0.016319424 |
| Skewness | 9.0109007 |
| Sum | 19.681133 |
| Variance | 0.0064339635 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 59 | 11.8% |
| 0.01041666667 | 2 | 0.4% |
| 0.006993006993 | 2 | 0.4% |
| 0.04347826087 | 2 | 0.4% |
| 0.2105263158 | 2 | 0.4% |
| 1 | 2 | 0.4% |
| 0.01570082786 | 1 | 0.2% |
| 0.01851851852 | 1 | 0.2% |
| 0.01613879363 | 1 | 0.2% |
| 0.03981009841 | 1 | 0.2% |
| Other values (427) | 427 |
| Value | Count | Frequency (%) |
| 0 | 59 | |
| 0.001773364072 | 1 | 0.2% |
| 0.0022172949 | 1 | 0.2% |
| 0.002320185615 | 1 | 0.2% |
| 0.002477700694 | 1 | 0.2% |
| 0.002540327702 | 1 | 0.2% |
| 0.002656042497 | 1 | 0.2% |
| 0.002836879433 | 1 | 0.2% |
| 0.003174603175 | 1 | 0.2% |
| 0.003372681282 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 0.7142857143 | 1 | |
| 0.6 | 1 | |
| 0.3333333333 | 1 | |
| 0.25 | 1 | |
| 0.2105263158 | 2 | |
| 0.1960784314 | 1 | |
| 0.1891891892 | 1 | |
| 0.1713221601 | 1 | |
| 0.1414141414 | 1 |
서류(%)
Real number (ℝ)
| Distinct | 426 |
|---|---|
| Distinct (%) | 85.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.016260261 |
| Minimum | 0 |
|---|---|
| Maximum | 0.15384615 |
| Zeros | 68 |
| Zeros (%) | 13.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0067515228 |
| median | 0.013227346 |
| Q3 | 0.020543174 |
| 95-th percentile | 0.0415297 |
| Maximum | 0.15384615 |
| Range | 0.15384615 |
| Interquartile range (IQR) | 0.013791651 |
Descriptive statistics
| Standard deviation | 0.016097869 |
|---|---|
| Coefficient of variation (CV) | 0.99001292 |
| Kurtosis | 16.248488 |
| Mean | 0.016260261 |
| Median Absolute Deviation (MAD) | 0.0066892557 |
| Skewness | 3.0850292 |
| Sum | 8.1301307 |
| Variance | 0.00025914138 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 68 | 13.6% |
| 0.03278688525 | 2 | 0.4% |
| 0.02631578947 | 2 | 0.4% |
| 0.01180637544 | 2 | 0.4% |
| 0.01041666667 | 2 | 0.4% |
| 0.1052631579 | 2 | 0.4% |
| 0.00625 | 2 | 0.4% |
| 0.01614349776 | 2 | 0.4% |
| 0.008095527221 | 1 | 0.2% |
| 0.01365187713 | 1 | 0.2% |
| Other values (416) | 416 |
| Value | Count | Frequency (%) |
| 0 | 68 | |
| 0.001421060111 | 1 | 0.2% |
| 0.002103713054 | 1 | 0.2% |
| 0.002392773823 | 1 | 0.2% |
| 0.002477700694 | 1 | 0.2% |
| 0.002580645161 | 1 | 0.2% |
| 0.002836879433 | 1 | 0.2% |
| 0.003022289384 | 1 | 0.2% |
| 0.003174603175 | 1 | 0.2% |
| 0.003343922421 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.1538461538 | 1 | |
| 0.1052631579 | 2 | |
| 0.09259259259 | 1 | |
| 0.08333333333 | 1 | |
| 0.07692307692 | 1 | |
| 0.07594936709 | 1 | |
| 0.07311827957 | 1 | |
| 0.07207207207 | 1 | |
| 0.06956521739 | 1 | |
| 0.06661115737 | 1 |
수산(%)
Real number (ℝ)
| Distinct | 472 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.072909174 |
| Minimum | 0 |
|---|---|
| Maximum | 0.8125 |
| Zeros | 18 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.013875489 |
| Q1 | 0.048403393 |
| median | 0.066350284 |
| Q3 | 0.084235556 |
| 95-th percentile | 0.1340816 |
| Maximum | 0.8125 |
| Range | 0.8125 |
| Interquartile range (IQR) | 0.035832162 |
Descriptive statistics
| Standard deviation | 0.061257664 |
|---|---|
| Coefficient of variation (CV) | 0.84019144 |
| Kurtosis | 78.070552 |
| Mean | 0.072909174 |
| Median Absolute Deviation (MAD) | 0.017929819 |
| Skewness | 7.2212368 |
| Sum | 36.454587 |
| Variance | 0.0037525014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 18 | 3.6% |
| 0.05263157895 | 3 | 0.6% |
| 0.06666666667 | 3 | 0.6% |
| 0.08333333333 | 3 | 0.6% |
| 0.02380952381 | 2 | 0.4% |
| 0.07407407407 | 2 | 0.4% |
| 0.03448275862 | 2 | 0.4% |
| 0.2019230769 | 2 | 0.4% |
| 0.06060606061 | 2 | 0.4% |
| 0.1862745098 | 1 | 0.2% |
| Other values (462) | 462 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 0.008547008547 | 1 | 0.2% |
| 0.008810572687 | 1 | 0.2% |
| 0.008849557522 | 1 | 0.2% |
| 0.01049868766 | 1 | 0.2% |
| 0.01162790698 | 1 | 0.2% |
| 0.01265822785 | 1 | 0.2% |
| 0.01362088536 | 1 | 0.2% |
| 0.01388888889 | 1 | 0.2% |
| 0.01445086705 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.8125 | 1 | |
| 0.7727272727 | 1 | |
| 0.4166666667 | 1 | |
| 0.3333333333 | 1 | |
| 0.2727272727 | 1 | |
| 0.2222222222 | 1 | |
| 0.2045152722 | 1 | |
| 0.2019230769 | 2 | |
| 0.1952277657 | 1 | |
| 0.1891891892 | 1 |
양념/가루(%)
Real number (ℝ)
| Distinct | 457 |
|---|---|
| Distinct (%) | 91.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.046012553 |
| Minimum | 0 |
|---|---|
| Maximum | 0.87692308 |
| Zeros | 37 |
| Zeros (%) | 7.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.029817059 |
| median | 0.04177228 |
| Q3 | 0.055001895 |
| 95-th percentile | 0.090944788 |
| Maximum | 0.87692308 |
| Range | 0.87692308 |
| Interquartile range (IQR) | 0.025184836 |
Descriptive statistics
| Standard deviation | 0.047364707 |
|---|---|
| Coefficient of variation (CV) | 1.0293866 |
| Kurtosis | 191.74659 |
| Mean | 0.046012553 |
| Median Absolute Deviation (MAD) | 0.012845657 |
| Skewness | 11.441258 |
| Sum | 23.006276 |
| Variance | 0.0022434154 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 37 | 7.4% |
| 0.04761904762 | 2 | 0.4% |
| 0.05594405594 | 2 | 0.4% |
| 0.01923076923 | 2 | 0.4% |
| 0.03703703704 | 2 | 0.4% |
| 0.04545454545 | 2 | 0.4% |
| 0.02631578947 | 2 | 0.4% |
| 0.02590673575 | 2 | 0.4% |
| 0.02887044388 | 1 | 0.2% |
| 0.01555209953 | 1 | 0.2% |
| Other values (447) | 447 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 0.005234231876 | 1 | 0.2% |
| 0.006223743582 | 1 | 0.2% |
| 0.006745362563 | 1 | 0.2% |
| 0.00796812749 | 1 | 0.2% |
| 0.008467400508 | 1 | 0.2% |
| 0.008849557522 | 1 | 0.2% |
| 0.008968609865 | 1 | 0.2% |
| 0.009606147935 | 1 | 0.2% |
| 0.01030927835 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.8769230769 | 1 | |
| 0.2865551425 | 1 | |
| 0.25 | 1 | |
| 0.1887763858 | 1 | |
| 0.1851851852 | 1 | |
| 0.1394668766 | 1 | |
| 0.1379310345 | 1 | |
| 0.1333333333 | 1 | |
| 0.1304347826 | 1 | |
| 0.1294642857 | 1 |
음료(%)
Real number (ℝ)
| Distinct | 439 |
|---|---|
| Distinct (%) | 87.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.043981066 |
| Minimum | 0 |
|---|---|
| Maximum | 0.43010753 |
| Zeros | 60 |
| Zeros (%) | 12.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.015515205 |
| median | 0.036666121 |
| Q3 | 0.062934906 |
| 95-th percentile | 0.10874811 |
| Maximum | 0.43010753 |
| Range | 0.43010753 |
| Interquartile range (IQR) | 0.047419701 |
Descriptive statistics
| Standard deviation | 0.042223467 |
|---|---|
| Coefficient of variation (CV) | 0.96003737 |
| Kurtosis | 16.656188 |
| Mean | 0.043981066 |
| Median Absolute Deviation (MAD) | 0.022739904 |
| Skewness | 2.8108083 |
| Sum | 21.990533 |
| Variance | 0.0017828212 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 60 | 12.0% |
| 0.07142857143 | 2 | 0.4% |
| 0.09090909091 | 2 | 0.4% |
| 0.02624671916 | 1 | 0.2% |
| 0.008866820358 | 1 | 0.2% |
| 0.01851851852 | 1 | 0.2% |
| 0.02622553964 | 1 | 0.2% |
| 0.05924039192 | 1 | 0.2% |
| 0.05701754386 | 1 | 0.2% |
| 0.03921568627 | 1 | 0.2% |
| Other values (429) | 429 |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 0.0004807692308 | 1 | 0.2% |
| 0.0022172949 | 1 | 0.2% |
| 0.002233389168 | 1 | 0.2% |
| 0.002469135802 | 1 | 0.2% |
| 0.002727024816 | 1 | 0.2% |
| 0.002926115582 | 1 | 0.2% |
| 0.003174603175 | 1 | 0.2% |
| 0.003511118542 | 1 | 0.2% |
| 0.00398142004 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.4301075269 | 1 | |
| 0.25 | 1 | |
| 0.2314814815 | 1 | |
| 0.2226269986 | 1 | |
| 0.2094240838 | 1 | |
| 0.204865557 | 1 | |
| 0.2024820379 | 1 | |
| 0.2 | 1 | |
| 0.1785714286 | 1 | |
| 0.1611792952 | 1 |
잡곡(%)
Real number (ℝ)
| Distinct | 392 |
|---|---|
| Distinct (%) | 78.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.011408338 |
| Minimum | 0 |
|---|---|
| Maximum | 0.1875 |
| Zeros | 103 |
| Zeros (%) | 20.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0026193683 |
| median | 0.008191173 |
| Q3 | 0.015099751 |
| 95-th percentile | 0.033701115 |
| Maximum | 0.1875 |
| Range | 0.1875 |
| Interquartile range (IQR) | 0.012480382 |
Descriptive statistics
| Standard deviation | 0.014134074 |
|---|---|
| Coefficient of variation (CV) | 1.2389249 |
| Kurtosis | 49.850219 |
| Mean | 0.011408338 |
| Median Absolute Deviation (MAD) | 0.0061676723 |
| Skewness | 4.9656469 |
| Sum | 5.7041692 |
| Variance | 0.00019977206 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 103 | 20.6% |
| 0.01923076923 | 3 | 0.6% |
| 0.01851851852 | 2 | 0.4% |
| 0.01449275362 | 2 | 0.4% |
| 0.02631578947 | 2 | 0.4% |
| 0.004098360656 | 2 | 0.4% |
| 0.008171603677 | 1 | 0.2% |
| 0.006621420295 | 1 | 0.2% |
| 0.006626173385 | 1 | 0.2% |
| 0.004264392324 | 1 | 0.2% |
| Other values (382) | 382 |
| Value | Count | Frequency (%) |
| 0 | 103 | |
| 0.0006811293124 | 1 | 0.2% |
| 0.001126252956 | 1 | 0.2% |
| 0.00122159785 | 1 | 0.2% |
| 0.001509433962 | 1 | 0.2% |
| 0.001586546089 | 1 | 0.2% |
| 0.00167196121 | 1 | 0.2% |
| 0.001705902422 | 1 | 0.2% |
| 0.001726221302 | 1 | 0.2% |
| 0.001739432945 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.1875 | 1 | |
| 0.08 | 1 | |
| 0.06988352745 | 1 | |
| 0.06944444444 | 1 | |
| 0.05882352941 | 1 | |
| 0.05510534846 | 1 | |
| 0.05263157895 | 1 | |
| 0.05208333333 | 1 | |
| 0.04777830865 | 1 | |
| 0.04545454545 | 1 |
주곡(%)
Real number (ℝ)
| Distinct | 386 |
|---|---|
| Distinct (%) | 77.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.012980517 |
| Minimum | 0 |
|---|---|
| Maximum | 0.22608696 |
| Zeros | 109 |
| Zeros (%) | 21.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0025113929 |
| median | 0.0090923975 |
| Q3 | 0.016750434 |
| 95-th percentile | 0.036696137 |
| Maximum | 0.22608696 |
| Range | 0.22608696 |
| Interquartile range (IQR) | 0.014239042 |
Descriptive statistics
| Standard deviation | 0.018278177 |
|---|---|
| Coefficient of variation (CV) | 1.408124 |
| Kurtosis | 46.478005 |
| Mean | 0.012980517 |
| Median Absolute Deviation (MAD) | 0.007100739 |
| Skewness | 5.309934 |
| Sum | 6.4902586 |
| Variance | 0.00033409177 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 109 | 21.8% |
| 0.005249343832 | 2 | 0.4% |
| 0.06194690265 | 2 | 0.4% |
| 0.004464285714 | 2 | 0.4% |
| 0.01430615165 | 2 | 0.4% |
| 0.03846153846 | 2 | 0.4% |
| 0.03 | 2 | 0.4% |
| 0.02360876897 | 1 | 0.2% |
| 0.2260869565 | 1 | 0.2% |
| 0.03888024883 | 1 | 0.2% |
| Other values (376) | 376 |
| Value | Count | Frequency (%) |
| 0 | 109 | |
| 0.001001101211 | 1 | 0.2% |
| 0.001296899114 | 1 | 0.2% |
| 0.00133671969 | 1 | 0.2% |
| 0.001421060111 | 1 | 0.2% |
| 0.001689189189 | 1 | 0.2% |
| 0.001792371666 | 1 | 0.2% |
| 0.001793721973 | 1 | 0.2% |
| 0.001795493312 | 1 | 0.2% |
| 0.001897533207 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.2260869565 | 1 | |
| 0.1404958678 | 1 | |
| 0.1363636364 | 1 | |
| 0.09448818898 | 1 | |
| 0.09090909091 | 1 | |
| 0.08130081301 | 1 | |
| 0.07070707071 | 1 | |
| 0.06206896552 | 1 | |
| 0.06194690265 | 2 | |
| 0.05952380952 | 1 |
채소(%)
Real number (ℝ)
| Distinct | 484 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.24735008 |
| Minimum | 0 |
|---|---|
| Maximum | 0.6203365 |
| Zeros | 9 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.07890625 |
| Q1 | 0.18240787 |
| median | 0.23931558 |
| Q3 | 0.30392561 |
| 95-th percentile | 0.43873655 |
| Maximum | 0.6203365 |
| Range | 0.6203365 |
| Interquartile range (IQR) | 0.12151773 |
Descriptive statistics
| Standard deviation | 0.10383709 |
|---|---|
| Coefficient of variation (CV) | 0.41979811 |
| Kurtosis | 0.88598381 |
| Mean | 0.24735008 |
| Median Absolute Deviation (MAD) | 0.05949945 |
| Skewness | 0.42614814 |
| Sum | 123.67504 |
| Variance | 0.010782142 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9 | 1.8% |
| 0.1333333333 | 3 | 0.6% |
| 0.2857142857 | 2 | 0.4% |
| 0.119047619 | 2 | 0.4% |
| 0.1666666667 | 2 | 0.4% |
| 0.1176470588 | 2 | 0.4% |
| 0.04545454545 | 2 | 0.4% |
| 0.1621621622 | 2 | 0.4% |
| 0.4903351658 | 1 | 0.2% |
| 0.1821862348 | 1 | 0.2% |
| Other values (474) | 474 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 0.01716148962 | 1 | 0.2% |
| 0.03076923077 | 1 | 0.2% |
| 0.03448275862 | 1 | 0.2% |
| 0.03631961259 | 1 | 0.2% |
| 0.03846153846 | 1 | 0.2% |
| 0.04545454545 | 2 | 0.4% |
| 0.05333333333 | 1 | 0.2% |
| 0.05555555556 | 1 | 0.2% |
| 0.0612244898 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.6203365033 | 1 | |
| 0.6172839506 | 1 | |
| 0.5845256438 | 1 | |
| 0.5548387097 | 1 | |
| 0.5434714864 | 1 | |
| 0.5244040863 | 1 | |
| 0.5168160232 | 1 | |
| 0.5083088954 | 1 | |
| 0.5041322314 | 1 | |
| 0.5033259424 | 1 |
축산물(%)
Real number (ℝ)
| Distinct | 479 |
|---|---|
| Distinct (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17997776 |
| Minimum | 0 |
|---|---|
| Maximum | 0.57506053 |
| Zeros | 9 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.07 |
| Q1 | 0.13737903 |
| median | 0.17318629 |
| Q3 | 0.21589845 |
| 95-th percentile | 0.31431217 |
| Maximum | 0.57506053 |
| Range | 0.57506053 |
| Interquartile range (IQR) | 0.078519422 |
Descriptive statistics
| Standard deviation | 0.075564314 |
|---|---|
| Coefficient of variation (CV) | 0.41985362 |
| Kurtosis | 2.7392171 |
| Mean | 0.17997776 |
| Median Absolute Deviation (MAD) | 0.038351774 |
| Skewness | 0.75993755 |
| Sum | 89.988879 |
| Variance | 0.0057099655 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9 | 1.8% |
| 0.25 | 3 | 0.6% |
| 0.21875 | 3 | 0.6% |
| 0.1428571429 | 2 | 0.4% |
| 0.1612903226 | 2 | 0.4% |
| 0.1587301587 | 2 | 0.4% |
| 0.08333333333 | 2 | 0.4% |
| 0.1681415929 | 2 | 0.4% |
| 0.1 | 2 | 0.4% |
| 0.1621621622 | 2 | 0.4% |
| Other values (469) | 471 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 0.004777830865 | 1 | 0.2% |
| 0.01290322581 | 1 | 0.2% |
| 0.01652892562 | 1 | 0.2% |
| 0.02323420074 | 1 | 0.2% |
| 0.02912621359 | 1 | 0.2% |
| 0.04545454545 | 1 | 0.2% |
| 0.0462962963 | 1 | 0.2% |
| 0.04962779156 | 1 | 0.2% |
| 0.05224357114 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.5750605327 | 1 | |
| 0.5 | 1 | |
| 0.46 | 1 | |
| 0.4545454545 | 1 | |
| 0.4080944351 | 1 | |
| 0.3947368421 | 1 | |
| 0.3901734104 | 1 | |
| 0.3855799373 | 1 | |
| 0.3793103448 | 1 | |
| 0.376 | 1 |
1회방문시평균구매금액
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 500 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41831.489 |
| Minimum | 5766.0714 |
|---|---|
| Maximum | 137791.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 5766.0714 |
|---|---|
| 5-th percentile | 12973.922 |
| Q1 | 26856.921 |
| median | 37743.75 |
| Q3 | 52597.026 |
| 95-th percentile | 84534.542 |
| Maximum | 137791.36 |
| Range | 132025.29 |
| Interquartile range (IQR) | 25740.105 |
Descriptive statistics
| Standard deviation | 22078.908 |
|---|---|
| Coefficient of variation (CV) | 0.52780594 |
| Kurtosis | 2.164173 |
| Mean | 41831.489 |
| Median Absolute Deviation (MAD) | 12563.243 |
| Skewness | 1.1939322 |
| Sum | 20915745 |
| Variance | 4.8747819 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 23153.83721 | 1 | 0.2% |
| 42032.46094 | 1 | 0.2% |
| 32083.75 | 1 | 0.2% |
| 47423.95062 | 1 | 0.2% |
| 29571.36842 | 1 | 0.2% |
| 18950 | 1 | 0.2% |
| 13285.71429 | 1 | 0.2% |
| 49890.74074 | 1 | 0.2% |
| 70136.12426 | 1 | 0.2% |
| 17662.63158 | 1 | 0.2% |
| Other values (490) | 490 |
| Value | Count | Frequency (%) |
| 5766.071429 | 1 | |
| 5881.25 | 1 | |
| 6056.451613 | 1 | |
| 6100 | 1 | |
| 6265.555556 | 1 | |
| 6740 | 1 | |
| 6988.055556 | 1 | |
| 7675 | 1 | |
| 8166.666667 | 1 | |
| 8918.75 | 1 |
| Value | Count | Frequency (%) |
| 137791.3636 | 1 | |
| 129121.3529 | 1 | |
| 128427.2989 | 1 | |
| 125939.3718 | 1 | |
| 120904.2216 | 1 | |
| 116435.4902 | 1 | |
| 114989.6532 | 1 | |
| 110541.9822 | 1 | |
| 109110 | 1 | |
| 103435.9639 | 1 |
| Unnamed: 0 | 회원번호 | 구매금액(clean) | 구매수량(clean) | 총방문횟수 | 간식(%) | 건강(%) | 과실(%) | 생활용품(%) | 서류(%) | 수산(%) | 양념/가루(%) | 음료(%) | 잡곡(%) | 주곡(%) | 채소(%) | 축산물(%) | 1회방문시평균구매금액 | 회원상태 | 성별 | 결혼유무 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unnamed: 0 | 1.000 | 1.000 | -0.097 | -0.078 | -0.086 | 0.106 | -0.019 | -0.118 | -0.004 | 0.027 | -0.064 | 0.026 | 0.131 | -0.072 | -0.059 | -0.143 | -0.044 | -0.065 | 0.000 | 0.091 | 0.463 |
| 회원번호 | 1.000 | 1.000 | -0.097 | -0.078 | -0.086 | 0.106 | -0.019 | -0.118 | -0.004 | 0.027 | -0.064 | 0.026 | 0.131 | -0.072 | -0.059 | -0.143 | -0.044 | -0.065 | 0.000 | 0.072 | 0.454 |
| 구매금액(clean) | -0.097 | -0.097 | 1.000 | 0.990 | 0.942 | 0.180 | 0.451 | 0.307 | 0.260 | 0.149 | 0.121 | 0.143 | 0.311 | 0.235 | 0.269 | 0.154 | 0.139 | 0.747 | 0.180 | 0.167 | 0.000 |
| 구매수량(clean) | -0.078 | -0.078 | 0.990 | 1.000 | 0.959 | 0.205 | 0.424 | 0.261 | 0.249 | 0.157 | 0.101 | 0.125 | 0.332 | 0.212 | 0.239 | 0.157 | 0.111 | 0.694 | 0.141 | 0.167 | 0.121 |
| 총방문횟수 | -0.086 | -0.086 | 0.942 | 0.959 | 1.000 | 0.179 | 0.417 | 0.202 | 0.235 | 0.164 | 0.075 | 0.085 | 0.308 | 0.209 | 0.222 | 0.148 | 0.141 | 0.522 | 0.077 | 0.187 | 0.153 |
| 간식(%) | 0.106 | 0.106 | 0.180 | 0.205 | 0.179 | 1.000 | 0.126 | 0.026 | 0.212 | -0.031 | -0.165 | 0.073 | 0.340 | -0.068 | -0.031 | -0.400 | -0.129 | 0.149 | 0.000 | 0.081 | 0.119 |
| 건강(%) | -0.019 | -0.019 | 0.451 | 0.424 | 0.417 | 0.126 | 1.000 | 0.061 | 0.166 | -0.013 | 0.065 | 0.204 | 0.317 | 0.047 | 0.053 | -0.122 | 0.094 | 0.369 | 0.000 | 0.270 | 0.010 |
| 과실(%) | -0.118 | -0.118 | 0.307 | 0.261 | 0.202 | 0.026 | 0.061 | 1.000 | -0.047 | 0.147 | 0.024 | 0.039 | -0.083 | 0.224 | 0.306 | 0.272 | 0.001 | 0.326 | 0.000 | 0.025 | 0.082 |
| 생활용품(%) | -0.004 | -0.004 | 0.260 | 0.249 | 0.235 | 0.212 | 0.166 | -0.047 | 1.000 | -0.049 | -0.037 | 0.047 | 0.251 | -0.022 | 0.055 | -0.179 | -0.054 | 0.239 | 0.239 | 0.000 | 0.027 |
| 서류(%) | 0.027 | 0.027 | 0.149 | 0.157 | 0.164 | -0.031 | -0.013 | 0.147 | -0.049 | 1.000 | 0.070 | 0.003 | -0.006 | 0.162 | 0.169 | 0.244 | 0.069 | 0.043 | 0.000 | 0.049 | 0.103 |
| 수산(%) | -0.064 | -0.064 | 0.121 | 0.101 | 0.075 | -0.165 | 0.065 | 0.024 | -0.037 | 0.070 | 1.000 | 0.149 | -0.029 | 0.157 | 0.104 | 0.052 | -0.055 | 0.144 | 0.000 | 0.000 | 0.108 |
| 양념/가루(%) | 0.026 | 0.026 | 0.143 | 0.125 | 0.085 | 0.073 | 0.204 | 0.039 | 0.047 | 0.003 | 0.149 | 1.000 | 0.082 | 0.073 | 0.047 | -0.146 | -0.055 | 0.163 | 0.000 | 0.048 | 0.000 |
| 음료(%) | 0.131 | 0.131 | 0.311 | 0.332 | 0.308 | 0.340 | 0.317 | -0.083 | 0.251 | -0.006 | -0.029 | 0.082 | 1.000 | -0.067 | 0.015 | -0.297 | 0.043 | 0.222 | 0.000 | 0.168 | 0.000 |
| 잡곡(%) | -0.072 | -0.072 | 0.235 | 0.212 | 0.209 | -0.068 | 0.047 | 0.224 | -0.022 | 0.162 | 0.157 | 0.073 | -0.067 | 1.000 | 0.270 | 0.207 | -0.044 | 0.161 | 0.000 | 0.158 | 0.048 |
| 주곡(%) | -0.059 | -0.059 | 0.269 | 0.239 | 0.222 | -0.031 | 0.053 | 0.306 | 0.055 | 0.169 | 0.104 | 0.047 | 0.015 | 0.270 | 1.000 | 0.114 | 0.062 | 0.219 | 0.000 | 0.129 | 0.051 |
| 채소(%) | -0.143 | -0.143 | 0.154 | 0.157 | 0.148 | -0.400 | -0.122 | 0.272 | -0.179 | 0.244 | 0.052 | -0.146 | -0.297 | 0.207 | 0.114 | 1.000 | -0.152 | 0.035 | 0.012 | 0.049 | 0.130 |
| 축산물(%) | -0.044 | -0.044 | 0.139 | 0.111 | 0.141 | -0.129 | 0.094 | 0.001 | -0.054 | 0.069 | -0.055 | -0.055 | 0.043 | -0.044 | 0.062 | -0.152 | 1.000 | 0.062 | 0.000 | 0.221 | 0.115 |
| 1회방문시평균구매금액 | -0.065 | -0.065 | 0.747 | 0.694 | 0.522 | 0.149 | 0.369 | 0.326 | 0.239 | 0.043 | 0.144 | 0.163 | 0.222 | 0.161 | 0.219 | 0.035 | 0.062 | 1.000 | 0.148 | 0.178 | 0.095 |
| 회원상태 | 0.000 | 0.000 | 0.180 | 0.141 | 0.077 | 0.000 | 0.000 | 0.000 | 0.239 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.148 | 1.000 | 0.000 | 0.000 |
| 성별 | 0.091 | 0.072 | 0.167 | 0.167 | 0.187 | 0.081 | 0.270 | 0.025 | 0.000 | 0.049 | 0.000 | 0.048 | 0.168 | 0.158 | 0.129 | 0.049 | 0.221 | 0.178 | 0.000 | 1.000 | 0.000 |
| 결혼유무 | 0.463 | 0.454 | 0.000 | 0.121 | 0.153 | 0.119 | 0.010 | 0.082 | 0.027 | 0.103 | 0.108 | 0.000 | 0.000 | 0.048 | 0.051 | 0.130 | 0.115 | 0.095 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Unnamed: 0 | 회원번호 | 회원상태 | 성별 | 결혼유무 | 구매금액(clean) | 구매수량(clean) | 총방문횟수 | 간식(%) | 건강(%) | 과실(%) | 생활용품(%) | 서류(%) | 수산(%) | 양념/가루(%) | 음료(%) | 잡곡(%) | 주곡(%) | 채소(%) | 축산물(%) | 1회방문시평균구매금액 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 2101 | 정상회원 | 여 | 기혼 | 1991230.0 | 381.00 | 86 | 0.078740 | 0.047244 | 0.007874 | 0.020997 | 0.015748 | 0.010499 | 0.039370 | 0.026247 | 0.013123 | 0.005249 | 0.309711 | 0.249344 | 23153.837209 |
| 1 | 1 | 2102 | 정상회원 | 여 | NaN | 2093160.0 | 472.50 | 79 | 0.315344 | 0.000000 | 0.062434 | 0.006349 | 0.023280 | 0.050794 | 0.035979 | 0.014815 | 0.010582 | 0.033862 | 0.220106 | 0.107937 | 26495.696203 |
| 2 | 2 | 2103 | 정상회원 | 여 | 기혼 | 8273550.0 | 1675.40 | 126 | 0.169333 | 0.010565 | 0.028053 | 0.035215 | 0.012534 | 0.094306 | 0.037006 | 0.041184 | 0.008356 | 0.007162 | 0.279933 | 0.147427 | 65663.095238 |
| 3 | 3 | 2104 | 정상회원 | 여 | NaN | 6289495.0 | 1401.80 | 125 | 0.165501 | 0.002283 | 0.038522 | 0.018548 | 0.012127 | 0.084891 | 0.042089 | 0.025396 | 0.009274 | 0.011414 | 0.291768 | 0.154801 | 50315.960000 |
| 4 | 4 | 2105 | 정상회원 | 여 | 기혼 | 3067930.0 | 602.00 | 57 | 0.147841 | 0.019934 | 0.051495 | 0.014950 | 0.024917 | 0.048173 | 0.041528 | 0.058140 | 0.023256 | 0.009967 | 0.272425 | 0.161130 | 53823.333333 |
| 5 | 5 | 2106 | 정상회원 | 여 | NaN | 3662240.0 | 684.10 | 77 | 0.080544 | 0.008771 | 0.039468 | 0.000000 | 0.016080 | 0.045315 | 0.052624 | 0.010232 | 0.014618 | 0.030697 | 0.460459 | 0.144716 | 47561.558442 |
| 6 | 6 | 2107 | 정상회원 | 여 | 기혼 | 7161860.0 | 1419.75 | 143 | 0.116922 | 0.000000 | 0.034865 | 0.033104 | 0.005635 | 0.086987 | 0.042965 | 0.014263 | 0.021835 | 0.011270 | 0.434936 | 0.123965 | 50082.937063 |
| 7 | 7 | 2108 | 정상회원 | 여 | NaN | 6858020.0 | 1012.00 | 87 | 0.170949 | 0.002964 | 0.040514 | 0.011858 | 0.009881 | 0.053360 | 0.034585 | 0.030632 | 0.009881 | 0.003953 | 0.324111 | 0.202569 | 78827.816092 |
| 8 | 8 | 2109 | 정상회원 | 여 | NaN | 5230890.0 | 1028.90 | 112 | 0.133443 | 0.017592 | 0.066576 | 0.047624 | 0.013607 | 0.045680 | 0.055399 | 0.042764 | 0.007775 | 0.013607 | 0.383905 | 0.099135 | 46704.375000 |
| 9 | 9 | 2110 | 정상회원 | 여 | 기혼 | 5549725.0 | 1204.10 | 145 | 0.227473 | 0.003322 | 0.027082 | 0.016610 | 0.012457 | 0.075160 | 0.013288 | 0.061540 | 0.005813 | 0.012457 | 0.245818 | 0.209285 | 38273.965517 |
| Unnamed: 0 | 회원번호 | 회원상태 | 성별 | 결혼유무 | 구매금액(clean) | 구매수량(clean) | 총방문횟수 | 간식(%) | 건강(%) | 과실(%) | 생활용품(%) | 서류(%) | 수산(%) | 양념/가루(%) | 음료(%) | 잡곡(%) | 주곡(%) | 채소(%) | 축산물(%) | 1회방문시평균구매금액 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 490 | 490 | 2648 | 정상회원 | 여 | NaN | 139700.0 | 16.0 | 4 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.812500 | 0.000000 | 0.000000 | 0.187500 | 0.000000 | 0.000000 | 0.000000 | 34925.000000 |
| 491 | 491 | 2649 | 정상회원 | 여 | 기혼 | 979800.0 | 193.0 | 39 | 0.445596 | 0.005181 | 0.010363 | 0.000000 | 0.005181 | 0.056995 | 0.025907 | 0.015544 | 0.000000 | 0.000000 | 0.181347 | 0.165803 | 25123.076923 |
| 492 | 492 | 2650 | 정상회원 | 여 | 기혼 | 1150210.0 | 233.5 | 36 | 0.098501 | 0.000000 | 0.036403 | 0.012848 | 0.008565 | 0.051392 | 0.029979 | 0.055675 | 0.025696 | 0.004283 | 0.265525 | 0.209850 | 31950.277778 |
| 493 | 493 | 2651 | 정상회원 | 여 | 기혼 | 1651310.0 | 400.5 | 59 | 0.072409 | 0.000000 | 0.013733 | 0.022472 | 0.007491 | 0.099875 | 0.042447 | 0.027466 | 0.039950 | 0.022472 | 0.471910 | 0.102372 | 27988.305085 |
| 494 | 494 | 2652 | 정상회원 | 여 | 미혼 | 1270200.0 | 209.3 | 13 | 0.163880 | 0.000000 | 0.086001 | 0.057334 | 0.004778 | 0.105112 | 0.062112 | 0.023889 | 0.047778 | 0.019111 | 0.229336 | 0.004778 | 97707.692308 |
| 495 | 495 | 2653 | 정상회원 | 여 | NaN | 3370870.0 | 753.0 | 73 | 0.047809 | 0.000000 | 0.011952 | 0.002656 | 0.007968 | 0.204515 | 0.034529 | 0.000000 | 0.007968 | 0.002656 | 0.427623 | 0.120850 | 46176.301370 |
| 496 | 496 | 2655 | 정상회원 | 여 | NaN | 4512115.0 | 1108.8 | 123 | 0.137987 | 0.000271 | 0.008117 | 0.021645 | 0.010823 | 0.064935 | 0.038781 | 0.053211 | 0.001804 | 0.012626 | 0.253878 | 0.183081 | 36683.861789 |
| 497 | 497 | 2656 | 정상회원 | 여 | NaN | 562850.0 | 137.0 | 15 | 0.218978 | 0.000000 | 0.007299 | 0.138686 | 0.000000 | 0.036496 | 0.029197 | 0.036496 | 0.000000 | 0.000000 | 0.379562 | 0.072993 | 37523.333333 |
| 498 | 498 | 2659 | 정상회원 | 여 | 기혼 | 1603280.0 | 276.5 | 43 | 0.122966 | 0.000000 | 0.052441 | 0.072333 | 0.014467 | 0.047016 | 0.036166 | 0.007233 | 0.000000 | 0.003617 | 0.462929 | 0.155515 | 37285.581395 |
| 499 | 499 | 2660 | 정상회원 | 여 | NaN | 62900.0 | 7.0 | 2 | 0.142857 | 0.000000 | 0.000000 | 0.714286 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.142857 | 31450.000000 |